static void RunSound(MusicNetwork network)
{
if (network == null)
{
network = new MusicNetwork();
}
Start:
Console.WriteLine("What would you like to do?");
switch (Console.ReadLine().ToLower())
{
case "train":
Console.WriteLine("How many times do you wanna train?");
network.Train(Convert.ToInt32(Console.ReadLine()));
break;
case "run":
Console.WriteLine("What song would you like to run?");
var snippet = new SoundSnippet(Console.ReadLine());
double[] result = network.Run(snippet);
Console.WriteLine(result[0].ToString("G", CultureInfo.InvariantCulture) + " Rock \n" + result[1].ToString("G", CultureInfo.InvariantCulture) + " Classical \n" + result[2].ToString("G", CultureInfo.InvariantCulture) + " Jazz \n" + result[3].ToString("G", CultureInfo.InvariantCulture) + " Hip-Hop \n");
break;
case "exit":
Main(null);
break;
}
goto Start;
}
public double[] Run(SoundSnippet song)
{
if (File.Exists(Environment.CurrentDirectory + @"\" + networkPath))
{
network = Network.Load(networkPath);
}
else
{
network = new ActivationNetwork(new SigmoidFunction(2), 6, 6, 4, 4);
}
song.FromFile();
return(network.Compute(song.Dataset));
}
static void Main(string[] args)
{
MusicNetwork network = null;
Console.WriteLine("What network do you wanna run?");
switch (Console.ReadLine().ToLower())
{
case "xor":
XOR.RunXOR(args);
break;
case "sound":
RunSound(network);
break;
}
SoundSnippet soundSnippet = new SoundSnippet("Blue Moon");
soundSnippet.FromFile();
Console.ReadKey();
}